Textures not displaying in Solid Shading mode
This currently only works for Blender Render(Internal) since it's used for displaying textures that are being baked to and Cycles uses the Active Texture node to do this instead.

Up until last year, it was also used for Texture Painting, now Materials are used for this instead.

Whatever texture is assigned to the faces in the UV Image Editor is what will be displayed.